Link Prediction for Node Featureless Networks Based on Faster Attention Mechanism
Link prediction is an important task in network science.It aims to predict the link existence probabilities of two nodes.There are many relations between substances in real word, which can be described by network science in computers.There are many problems of daily life, which can be transformed to...
Main Author: | LI Yong, WU Jing-peng, ZHANG Zhong-ying, ZHANG Qiang |
---|---|
Format: | Article |
Language: | zho |
Published: |
Editorial office of Computer Science
2022-04-01
|
Series: | Jisuanji kexue |
Subjects: | |
Online Access: | https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-4-43.pdf |
Similar Items
-
Signed Network Node Embedding via Dual Attention Mechanism
by: Zekun Lu, et al.
Published: (2022-01-01) -
Multi-feature Based Link Prediction Algorithm Fusing Graph Attention
by: ZHANG Yancao, ZHAO Yuhai, SHI Lan
Published: (2022-05-01) -
Limits of Depth: Over-Smoothing and Over-Squashing in GNNs
by: Aafaq Mohi ud din, et al.
Published: (2024-03-01) -
LEHAN: Link-Feature Enhanced Heterogeneous Graph Attention Network
by: Jongmin Park, et al.
Published: (2022-01-01) -
Improving the Robustness of GraphSAINT via Stability Training
by: Yuying Wang, et al.
Published: (2021-12-01)